CN111077808A - Real-time data feedback artificial intelligence control system and control method thereof - Google Patents

Real-time data feedback artificial intelligence control system and control method thereof Download PDF

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CN111077808A
CN111077808A CN201911370187.3A CN201911370187A CN111077808A CN 111077808 A CN111077808 A CN 111077808A CN 201911370187 A CN201911370187 A CN 201911370187A CN 111077808 A CN111077808 A CN 111077808A
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CN111077808B (en
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万涛
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Shenzhen Taiyang Environmental Protection Technology Co.,Ltd.
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    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
    • B01D—SEPARATION
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    • B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
    • B01D—SEPARATION
    • B01D53/00—Separation of gases or vapours; Recovering vapours of volatile solvents from gases; Chemical or biological purification of waste gases, e.g. engine exhaust gases, smoke, fumes, flue gases, aerosols
    • B01D53/34—Chemical or biological purification of waste gases
    • B01D53/74—General processes for purification of waste gases; Apparatus or devices specially adapted therefor
    • B01D53/77—Liquid phase processes
    • B01D53/78—Liquid phase processes with gas-liquid contact
    • C—CHEMISTRY; METALLURGY
    • C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
    • C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
    • C02F1/00—Treatment of water, waste water, or sewage
    • C02F1/72—Treatment of water, waste water, or sewage by oxidation
    • C02F1/78—Treatment of water, waste water, or sewage by oxidation with ozone
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    • C—CHEMISTRY; METALLURGY
    • C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
    • C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
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    • C02F2101/30—Organic compounds
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    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
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Abstract

The invention discloses a real-time data feedback artificial intelligence control system and a control method thereof, wherein the control method comprises the following steps: the first detection module is used for detecting the amount of waste gas generated by the production equipment; the second detection module is used for detecting the flow velocity information of the waste gas; the third detection module is used for detecting the air quality information of the exhaust gas after the exhaust gas is treated by the industrial exhaust gas treatment module; the fourth detection module is used for detecting the water quality information of the industrial waste gas treatment module after the waste gas treatment; the fifth detection module is used for detecting gas-liquid mixing proportion information; the control module is used for receiving the information transmitted by each detection module, generating a control signal and controlling the industrial waste gas treatment module to execute; and the industrial waste gas treatment module is used for executing the control signal generated by the control module. The system can realize data feedback, timely adjust the working power of each part in the industrial waste gas treatment module, save energy, reduce the abrasion of key parts in the industrial waste gas treatment module and the replacement frequency of consumable parts, and reduce cost.

Description

Real-time data feedback artificial intelligence control system and control method thereof
Technical Field
The invention relates to the technical field of industrial waste gas treatment, in particular to a real-time data feedback artificial intelligence control system and a control method thereof.
Background
At present, a large amount of organic industrial waste gas is inevitably produced while industrialization is rapidly developed, which not only affects normal production of factories, but also causes serious pollution to the environment, in the prior art, the industrial organic waste gas is treated by traditional organic waste gas treatment modes such as catalytic combustion, activated carbon, water spraying, UV, plasma and the like, but in the organic waste gas treatment modes, data feedback cannot be realized, the working power of each component in the waste gas treatment equipment cannot be adjusted in time, no matter in production peak or production valley, each component in the waste gas treatment equipment outputs the same power, a large amount of energy waste is caused, and the waste gas treatment equipment continuously operates with larger load to accelerate the abrasion of key components and the replacement frequency of consumable materials, thereby further increasing the operation cost.
Disclosure of Invention
The present invention is directed to solving, at least to some extent, one of the technical problems in the art described above. Therefore, a first objective of the present invention is to provide a real-time data feedback artificial intelligence control system, which can implement data feedback, adjust the working power of each component in the industrial waste gas treatment module in time, save energy, reduce the wear of key components and the replacement frequency of consumables in the industrial waste gas treatment module, prolong the service life of each component in the industrial waste gas treatment module, and reduce cost.
The second purpose of the invention is to provide a control method of the real-time data feedback artificial intelligence control system.
In order to achieve the above object, an embodiment of a first aspect of the present invention provides a real-time data feedback artificial intelligence control system, including:
the system comprises a first detection module, a control module and a control module, wherein the first detection module is used for detecting the waste gas amount generated by the production equipment and transmitting the detected information to the control module;
the second detection module is arranged in the exhaust gas pipeline and used for detecting the flow velocity information of the exhaust gas and transmitting the detected information to the control module;
the third detection module is used for detecting the air quality information of the exhaust gas after the exhaust gas is treated by the industrial exhaust gas treatment module and transmitting the detected information to the control module;
the fourth detection module is used for detecting the water quality information of the industrial waste gas treated by the industrial waste gas treatment module and transmitting the detected information to the control module;
the fifth detection module is arranged in the waste gas pipeline and used for detecting the mixing proportion information of waste gas and liquid for capturing organic matters and harmful particles in the waste gas and transmitting the detected mixing proportion information of gas and liquid to the control module; the control module is connected with the first detection module, the second detection module, the third detection module, the fourth detection module and the fifth detection module, and is used for receiving information transmitted by the first detection module, the second detection module, the third detection module, the fourth detection module and the fifth detection module, generating a control signal and controlling the industrial waste gas treatment module to execute;
and the industrial waste gas treatment module is connected with the control module and is used for executing the control signal generated by the control module.
According to some embodiments of the invention, the second detection module comprises a wind speed sensor for detecting flow speed information of the exhaust gas;
the third detection module includes: the PM2.5 sensor, the temperature and humidity sensor, the wind speed sensor and the organic waste gas detector are used for detecting the air quality information of the exhaust gas treated by the industrial waste gas treatment module;
the fourth detection module includes: and the PH detector, the turbidity detector, the heavy metal ion detector, the suspended matter detector and the organic matter concentration detector are used for detecting the water quality information of the industrial waste gas treatment module after the waste gas treatment.
According to some embodiments of the invention, the industrial waste gas treatment module comprises: the device comprises an exhaust fan, an aqueous medium nano-cavitation generating device, a high-pressure pump output device, a gas-liquid mixing fan and an ozone generator;
the exhaust fan is used for sucking the waste gas generated by the production equipment into the waste gas pipeline;
the water medium nano-cavitation generating device is used for realizing hydrodynamic cavitation and generating nano bubbles;
the ozone generator generates ozone and leads the ozone into the aqueous medium nano cavitation generating device to be used for oxidizing organic matters in water and eliminating peculiar smell;
the high-pressure pump output device is connected with the aqueous medium nano-cavitation generating device and is used for outputting the nano-bubbles to the waste gas pipeline;
and the gas-liquid mixing fan is arranged in the waste gas pipeline and is used for carrying out gas-liquid mixing on the waste gas and the nano bubbles so as to capture organic matters and harmful particles in the waste gas.
According to some embodiments of the invention, the high pressure pump output comprises a high pressure pump, a number of nozzles and a number of output pipes; the high-pressure pump is connected with a plurality of nozzles through a plurality of output pipelines, and the nano bubbles are sprayed into the waste gas pipeline through the nozzles; and the output pipeline is also provided with an electromagnetic valve for controlling the output quantity of the nano bubbles.
According to some embodiments of the invention, the second detection module further comprises a PM2.5 sensor, a temperature and humidity sensor and an organic waste gas detector for detecting air quality information of waste gas generated by the production equipment and transmitting the detected information to the control module.
According to some embodiments of the invention, the real-time data feedback artificial intelligence control system further comprises:
the power supply module is used for providing power supply for the real-time data feedback artificial intelligence control system;
the display module is connected with the control module and is used for displaying the information detected by the first detection module, the second detection module, the third detection module, the fourth detection module and the fifth detection module;
and the alarm module is connected with the control module and used for sending alarm information when the third detection module detects that the air quality information of the exhaust gas treated by the industrial waste gas treatment module is lower than a first preset waste gas emission standard.
In order to achieve the above object, a second embodiment of the present invention provides a control method for a real-time data feedback artificial intelligence control system, including:
the control module receives information of the amount of waste gas generated by the production equipment detected by the first detection module;
the control module receives flow speed information of the exhaust gas detected by the second detection module;
the control module receives air quality information of the exhaust gas which is detected by the third detection module and is discharged after the exhaust gas is processed by the industrial exhaust gas processing module;
the control module receives water quality information of the industrial waste gas treatment module after the fourth detection module detects the waste gas treatment;
the control module receives gas-liquid mixing proportion information of the waste gas detected by the fifth detection module and liquid for capturing organic matters and harmful particles in the waste gas;
and the control module generates a control signal and controls the industrial waste gas treatment module to execute according to the received information.
According to some embodiments of the invention, the control method of the real-time data feedback artificial intelligence control system comprises:
when the first detection module detects that the amount of the waste gas generated by the production equipment is not in the preset waste gas amount range, the control module controls the power of the exhaust fan, the aqueous medium nano-cavitation generation device, the high-pressure pump output device, the gas-liquid mixing fan and the ozone generator to be correspondingly adjusted according to the amount of the waste gas generated by the production equipment;
when the second detection module detects that the flow rate of the waste gas is not in the preset waste gas flow rate range, the control module controls the power of the exhaust fan to be correspondingly adjusted so as to keep the flow rate of the waste gas in the preset waste gas flow rate range;
when the third detection module detects that the air quality information of the exhaust gas treated by the industrial waste gas treatment module is higher than a second preset waste gas emission standard, the control module controls the power reduction of the aqueous medium nano-cavitation generation device, the high-pressure pump output device and the gas-liquid mixing fan so that the air quality information of the exhaust gas is between the first preset waste gas emission standard and the second preset waste gas emission standard, and the second preset waste gas emission standard is higher than the first preset waste gas emission standard;
when the fourth detection module detects that the water quality information of the industrial waste gas treatment module after the treatment of the waste gas is lower than the preset water quality standard, the control module controls the ozone generator to increase power so that the water quality information of the industrial waste gas treatment module after the treatment of the waste gas is higher than the preset water quality standard;
when the fifth detection module detects that the gas-liquid mixing proportion information is not in the preset gas-liquid mixing proportion range, the control module controls the power of the gas-liquid mixing fan to be correspondingly adjusted so that the gas-liquid mixing proportion is in the preset gas-liquid mixing proportion range.
According to some embodiments of the invention, the control module controls the alarm module to send out alarm information when the third detection module detects that the air quality information of the exhaust gas processed by the industrial waste gas processing module is lower than a first preset waste gas emission standard.
According to some embodiments of the present invention, when the first detection module detects that the amount of the waste gas generated by the production equipment is not within the preset range of the amount of the waste gas, the control module controls the exhaust fan, the aqueous medium nano-cavitation generation device, the high-pressure pump output device, the gas-liquid mixing fan and the ozone generator to adjust their powers according to the amount of the waste gas generated by the production equipment, including:
numbering the exhaust fan, the aqueous medium nano-cavitation generating device, the high-pressure pump output device, the gas-liquid mixing fan, the ozone generator and the like, wherein i is 1,2,3, … n, and n is the maximum number of equipment which can be used for regulation and control; setting Pi as the power of the device i in operation, Pis as the instantaneous power of the device i, Pis > Pi; fi is a value of the amount of waste gas which can be reduced when the equipment Fi normally operates, and Ft is a value of the amount of waste gas which needs to be reduced in time t; when it is detected that the amount of exhaust gas generated from the production facility is not within the preset exhaust gas amount range, and the amount of exhaust gas to be reduced Ft is required within time t, facility number set St to be turned on is:
Figure BDA0002339465630000061
wherein k isiIndicating the state of the device, ki0 denotes that device i is in the off state, ki1 denotes that the device is inOn state, array () function represents performing array operations, α represents the partial device on instantaneous power coefficient:
Figure BDA0002339465630000062
β denotes the saving effect factor when the partial device is turned off:
Figure BDA0002339465630000063
when the waste gas amount generated by the production equipment is detected to be out of the preset waste gas amount range and the Ft waste gas amount needs to be reduced within the time t, if all the current equipment is in a closed state, the Ft waste gas amount can be processed, and meanwhile, only equipment combinations which are as few as possible and have the lowest instantaneous power need to be started, so that energy waste caused by more equipment or equipment which is proper in amount but has very high instantaneous power is avoided; if the current part of equipment is in an operating state and part of equipment is in a closed state, the equipment with low instantaneous power is started or closed while the quantity of the processed Ft waste gas can be increased or reduced, when the processing capacity needs to be increased, the equipment with low instantaneous power is started to reduce the energy consumption, and when the processing capacity needs to be reduced, the equipment with low instantaneous power is closed (the energy consumption is low when the equipment is started next time); if all the current devices are in the on state, the devices with small instantaneous power are turned off while the processing capacity is ensured, so that the energy consumption is reduced.
According to the real-time data feedback artificial intelligence control system and the control method thereof provided by the embodiment of the invention, the control module receives the waste gas amount information sent by the first detection module, the flow rate information of the waste gas sent by the second detection module, the air quality information of the exhaust gas sent by the third detection module, the water quality information after the waste gas treatment sent by the fourth detection module and the gas-liquid mixing proportion information sent by the fifth detection module, so that the real-time data feedback is realized, the real-time monitoring of the control module is facilitated, the control module generates a control signal according to the received information of each detection module and controls the industrial waste gas treatment module to execute, the working power of each component in the industrial waste gas treatment module can be timely adjusted, the energy is saved, the abrasion of key components in the industrial waste gas treatment module and the replacement frequency of consumables are reduced, and the service life of each component in the industrial waste gas, the cost is reduced.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and drawings.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention.
In the drawings:
FIG. 1 is a block diagram of a real-time data feedback artificial intelligence control system in accordance with one embodiment of the present invention;
FIG. 2 is a block diagram of a real-time data feedback artificial intelligence control system in accordance with yet another embodiment of the invention;
FIG. 3 is a flow chart of a control method of a real-time data feedback artificial intelligence control system according to one embodiment of the invention.
Reference numerals:
the system comprises a real-time data feedback artificial intelligence control system 100, a first detection module 1, a second detection module 2, a third detection module 3, a fourth detection module 4, a fifth detection module 5, a control module 6, an industrial waste gas treatment module 7, a power supply module 8, a display module 9 and an alarm module 10.
Detailed Description
The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, and it will be understood that they are described herein for the purpose of illustration and explanation and not limitation.
The real-time data feedback artificial intelligence control system 100 and the control method thereof according to the embodiment of the present invention are described below with reference to fig. 1 to 3.
Before introducing the real-time data feedback artificial intelligence control system 100 and the control method thereof provided by the present disclosure, an application scenario related to each embodiment of the present disclosure is first introduced. In an application scenario, the industrial waste gas treatment module 7 is mainly used for treating the industrial organic waste gas VOCs, so that the treated waste gas meets the national industrial waste gas emission standard, and then is discharged into the atmosphere. VOCs (Volatile Organic Compounds) is a general name of Volatile Organic Compounds at normal temperature, and a large amount of VOCs waste gas is generated in the production and use processes of petrochemical industry, pharmacy, paint, coating, electronic manufacturing, surface corrosion prevention, shoe manufacturing, printing, transportation and other industries. The VOCs waste gas contains formaldehyde, dimethylbenzene, methylbenzene, acetone, butanone, halogen compounds and the like, most of the compounds have pungent smell, the air quality is greatly influenced, the harm to human health can be caused by direct contact, and potential safety hazard is caused by the characteristic that the VOCs waste gas is inflammable.
FIG. 1 is a block diagram of a real-time data feedback artificial intelligence control system 100 according to one embodiment of the invention; as shown in fig. 1, a first embodiment of the present invention provides a real-time data feedback artificial intelligence control system 100, including:
a first detection module 1 for detecting the amount of exhaust gas generated by the production facility and transmitting the detected information to the control module 6;
the second detection module 2 is arranged in the exhaust gas pipeline and used for detecting the flow rate information of the exhaust gas and transmitting the detected information to the control module 6;
the third detection module 3 is used for detecting the air quality information of the exhaust gas after the exhaust gas is treated by the industrial waste gas treatment module 7 and transmitting the detected information to the control module 6;
the fourth detection module 4 is used for detecting the water quality information of the waste gas treated by the industrial waste gas treatment module 7 and transmitting the detected information to the control module 6;
the fifth detection module 5 is arranged in the exhaust gas pipeline and used for detecting the mixing proportion information of the exhaust gas and the liquid for capturing organic matters and harmful particles in the exhaust gas and transmitting the detected mixing proportion information of the gas and the liquid to the control module 6; the control module 6 is connected with the first detection module 1, the second detection module 2, the third detection module 3, the fourth detection module 4 and the fifth detection module 5, and is used for receiving information transmitted by the first detection module 1, the second detection module 2, the third detection module 3, the fourth detection module 4 and the fifth detection module 5, generating a control signal and controlling the industrial waste gas treatment module 7 to execute the control signal;
and the industrial waste gas treatment module 7 is connected with the control module 6 and is used for executing the control signal generated by the control module 6.
The working principle and the beneficial effects of the technical scheme are as follows: the control module 6 can be a single chip microcomputer, an MCU, a microprocessor and the like, is highly integrated, has low cost and high running speed, and realizes automatic control of the real-time data feedback artificial intelligence control system 100. According to the real-time data feedback artificial intelligence control system 100 provided by the embodiment of the first aspect of the invention, the control module 6 receives the waste gas amount information sent by the first detection module 1, the flow rate information of the waste gas sent by the second detection module 2, the air quality information of the exhaust gas sent by the third detection module 3, the water quality information after the waste gas treatment sent by the fourth detection module 4 and the gas-liquid mixing ratio information sent by the fifth detection module 5, so as to realize real-time data feedback, which is favorable for the control module 6 to monitor in real time, the control module 6 generates a control signal and controls the industrial waste gas treatment module 7 to execute according to the received information of each detection module, so as to adjust the working power of each component in the industrial waste gas treatment module 7 in time, save energy, reduce the wear of key components in the industrial waste gas treatment module 7 and the replacement frequency of consumables, and prolong the service life of each component in the industrial waste gas treatment module, the cost is reduced.
According to some embodiments of the invention, the second detection module 2 comprises a wind speed sensor for detecting flow speed information of the exhaust gas;
the third detection module 3 includes: the PM2.5 sensor, the temperature and humidity sensor, the wind speed sensor and the organic waste gas detector are used for detecting the air quality information of the exhaust gas treated by the industrial waste gas treatment module 7;
the PM2.5 sensor is also called as a dust sensor and is used for detecting the particulate matter concentration information of the exhaust gas after being processed by the industrial waste gas processing module 7. The working principle is based on the principle of light scattering, and particles and molecules can generate a light scattering phenomenon under the irradiation of light and also absorb part of the energy of the irradiation light. When a beam of parallel monochromatic light is incident to the measured particle field, the light intensity is attenuated under the influence of scattering and absorption around the particles. Therefore, the relative attenuation rate of the incident light passing through the concentration field to be measured can be obtained. And the relative attenuation rate is basically linear to reflect the relative concentration of the dust in the field to be measured. The intensity of the light intensity is in direct proportion to the intensity of the electric signal after photoelectric conversion, and the relative attenuation rate can be obtained by measuring the electric signal, so that the concentration of the dust in the field to be measured can be measured. The temperature and humidity sensor is used for detecting the temperature and humidity information of the exhaust gas treated by the industrial waste gas treatment module 7. And the air speed sensor in the third detection module 3 is used for detecting the flow speed information of the exhaust gas treated by the industrial waste gas treatment module 7. The organic waste gas detector is used for detecting the organic matter content information of the exhaust gas treated by the industrial waste gas treatment module 7.
The third detection module 3 comprises a PM2.5 sensor, a temperature and humidity sensor, a wind speed sensor, an organic waste gas detector and the like, so that a user can analyze the air quality information of the exhaust gas after being processed by the industrial waste gas processing module 7 from a plurality of data, and the user experience is improved.
The fourth detection module 4 includes: the PH detector, the turbidity detector, the heavy metal ion detector, the suspended matter detector and the organic matter concentration detector are used for detecting the water quality information after the industrial waste gas treatment module 7 treats the waste gas.
The PH detector is used for detecting the PH value information of the water after the industrial waste gas treatment module 7 treats the waste gas. The turbidity detector is used for detecting the turbidity information of the water after the industrial waste gas treatment module 7 treats the waste gas. The heavy metal ion detector is used for detecting the content information of heavy metal ions in water after the industrial waste gas treatment module 7 treats waste gas. The suspended matter detector is used for detecting the content information of suspended matters in water after the industrial waste gas treatment module 7 treats waste gas. The organic matter concentration detector is used for detecting the concentration information of the organic matters in the water after the industrial waste gas treatment module 7 treats the waste gas.
Fourth detection module 4 includes that PH detector, turbidity detector, heavy metal ion detector, suspended solid detector and organic matter concentration detector etc. are favorable to the user to follow the quality of water information behind a plurality of data analysis industrial waste gas treatment module 7 processing waste gas, improve user experience.
According to some embodiments of the invention, the industrial waste gas treatment module 7 comprises: the device comprises an exhaust fan, an aqueous medium nano-cavitation generating device, a high-pressure pump output device, a gas-liquid mixing fan and an ozone generator;
the exhaust fan is used for sucking the waste gas generated by the production equipment into the waste gas pipeline;
the water medium nano-cavitation generating device is used for realizing hydrodynamic cavitation and generating nano bubbles;
the ozone generator generates ozone and leads the ozone into the aqueous medium nano cavitation generating device to be used for oxidizing organic matters in water and eliminating peculiar smell;
the high-pressure pump output device is connected with the aqueous medium nano-cavitation generating device and is used for outputting the nano-bubbles to the waste gas pipeline;
and the gas-liquid mixing fan is arranged in the waste gas pipeline and is used for carrying out gas-liquid mixing on the waste gas and the nano bubbles so as to capture organic matters and harmful particles in the waste gas.
The working principle and the beneficial effects of the technical scheme are as follows: the exhaust fan is used for sucking the waste gas generated by the production equipment into the waste gas pipeline, and the flow velocity of the waste gas can be controlled through the exhaust fan. Specifically, the output power of the exhaust fan is increased, the flow velocity of the waste gas is accelerated, the output power of the exhaust fan is reduced, and the flow velocity of the waste gas is reduced. Preferably, the flow velocity of the waste gas is controlled to be 2.5m/s through the exhaust fan, so that the ratio of water discharged along with the waste gas after the waste gas is mixed with the nano bubbles in the waste gas pipeline is reduced, and the capture efficiency of organic matters and harmful particles in the waste gas can also be improved.
The water medium nano-cavitation generating device is used for realizing hydrodynamic cavitation and generating nano bubbles;
the hydrodynamic cavitation refers to the state of artificially making low pressure and high flow rate at a certain position of a pipeline through which liquid passes, and when the pressure of the liquid is less than saturated vapor pressure, bubbles in the liquid are expanded continuously, so that the volume is increased. And as the fluid moves, the bubbles collapse and burst after reaching the high-pressure and low-flow-rate area. The nano bubbles are nano bubbles which are very small and generated by hydrodynamic cavitation.
The high-pressure pump output device is connected with the aqueous medium nano-cavitation generating device and is used for outputting the nano-bubbles to the waste gas pipeline; through the gas-liquid mixture fan that sets up in the waste gas pipeline for carry out gas-liquid mixture with waste gas and nanobubble so that organic matter and harmful particle in the waste gas are caught. The air-liquid mixing fan has small wind resistance and good air-liquid mixing effect, and simultaneously has an interception effect on harmful particles and small water drops in the waste gas, thereby improving the capture efficiency of organic matters and harmful particles in the waste gas.
The ozone generator generates ozone and leads the ozone into the aqueous medium nano-cavitation generating device for oxidizing organic matters in water and eliminating peculiar smell, and the ozone oxidizes the organic matters captured in the water into CO2, water and inorganic salts, so that the water can be recycled, the water source is saved, and the cost is reduced.
According to some embodiments of the invention, the high pressure pump output comprises a high pressure pump, a number of nozzles and a number of output pipes; the high-pressure pump is connected with a plurality of nozzles through a plurality of output pipelines, and the nano bubbles are sprayed into the waste gas pipeline through the nozzles; and the output pipeline is also provided with an electromagnetic valve for controlling the output quantity of the nano bubbles.
The working principle of the technical scheme is as follows: the high-pressure pump is connected with the aqueous medium nano-cavitation generating device, nano-bubbles generated by the aqueous medium nano-cavitation generating device are pumped into the plurality of output pipelines, and finally the nano-bubbles are sprayed into the waste gas pipeline through the plurality of nozzles to be mixed with the waste gas. Specifically, the high-pressure pump is connected with six nozzles through six output pipelines respectively, and the six output pipelines are provided with electromagnetic valves respectively for controlling the output quantity of the nano bubbles. Illustratively, the high-pressure pump outputs nanobubbles through 3 nozzles, and when the output quantity of the nanobubbles needs to be increased, the electromagnetic valves of other 3 output pipelines are opened, so that the other 3 output pipelines also output the nanobubbles.
The beneficial effects of the above technical scheme are that: the output quantity of the nano bubbles can be effectively controlled, the waste of ozone in the nano bubbles is avoided, the energy is saved, and the cost is reduced.
According to some embodiments of the present invention, the second detection module 2 further comprises a PM2.5 sensor, a temperature and humidity sensor, and an organic waste gas detector for detecting air quality information of waste gas generated by the production equipment and transmitting the detected information to the control module 6.
The PM2.5 sensor is used to detect concentration information of particulate matter of exhaust gas produced by the production equipment. The temperature and humidity sensor is used for detecting the temperature and humidity information of the waste gas generated by the production equipment. The organic waste gas detector is used for detecting organic matter concentration information of waste gas generated by production equipment.
The second detection module 2 comprises a PM2.5 sensor, a temperature and humidity sensor, an organic waste gas detector and the like, so that the air quality information of waste gas generated by a plurality of data analysis production devices is facilitated for a user, and the user experience is improved.
FIG. 2 is a block diagram of a real-time data feedback artificial intelligence control system 100 according to yet another embodiment of the invention; as shown in fig. 2, the real-time data feedback artificial intelligence control system 100 further includes:
the power supply module 8 is used for supplying power to the real-time data feedback artificial intelligence control system 100;
the display module 9 is connected with the control module 6 and is used for displaying the information detected by the first detection module 1, the second detection module 2, the third detection module 3, the fourth detection module 4 and the fifth detection module 5;
and the alarm module 10 is connected with the control module 6 and used for sending alarm information when the third detection module 3 detects that the air quality information of the exhaust gas treated by the industrial waste gas treatment module 7 is lower than a first preset waste gas emission standard, and the alarm module 10 sends the alarm information.
Display module 9 can be touch display screen, liquid crystal display etc. for with first detection module 1, second detection module 2, third detection module 3, the information display that fourth detection module 4 and fifth detection module 5 detected comes out, make the user can audio-visually know waste gas volume information, the velocity of flow information of waste gas, waste gas is discharge gas's air quality information after industrial waste gas treatment module 7 handles, water quality information after industrial waste gas treatment module 7 handles waste gas, gas-liquid mixture proportion information etc. improve user experience.
Alarm module 10 includes and reports to the police through loudspeaker and/or warning light, detects that the air quality information of exhaust gas is less than first predetermined exhaust emission standard after the industrial waste gas treatment module 7 handles at third detection module 3, and alarm module 10 sends alarm information. The first preset waste gas standard is the national industrial waste gas emission standard, when the air quality of the exhaust gas is lower than the national industrial waste gas emission standard, the alarm module 10 can remind the user in time, so that the user can clearly know that the exhaust gas does not reach the national industrial waste gas emission standard, measures can be taken in time, the exhaust gas which does not reach the national industrial waste gas emission standard is discharged into the atmosphere, the environment protection is facilitated, and the loss of the exhaust gas which does not reach the national industrial waste gas emission standard to enterprises is reduced.
FIG. 3 is a flow chart of a control method of the real-time data feedback artificial intelligence control system 100 according to one embodiment of the invention; as shown in fig. 3, a second embodiment of the present invention provides a control method of a real-time data feedback artificial intelligence control system 100, including S1-S6:
s1, the control module 6 receives the information that the first detection module 1 detects the amount of the waste gas generated by the production equipment;
s2, the control module 6 receives the flow speed information of the exhaust gas detected by the second detection module 2;
s3, the control module 6 receives the air quality information of the exhaust gas which is detected by the third detection module 3 and is treated by the industrial waste gas treatment module 7;
s4, the control module 6 receives the water quality information of the waste gas treated by the industrial waste gas treatment module 7 detected by the fourth detection module 4;
s5, the control module 6 receives the gas-liquid mixing proportion information of the waste gas detected by the fifth detection module 5 and the liquid for capturing the organic matters and the harmful particles in the waste gas;
and S6, the control module 6 generates a control signal and controls the industrial waste gas treatment module 7 to execute according to the received information.
The working principle and the beneficial effects of the technical scheme are as follows: according to the control method of the real-time data feedback artificial intelligence control system 100 provided by the embodiment of the second aspect of the invention, the control module 6 receives the waste gas amount information sent by the first detection module 1, the flow rate information of the waste gas sent by the second detection module 2, the air quality information of the exhaust gas sent by the third detection module 3, the water quality information after the waste gas treatment sent by the fourth detection module 4 and the gas-liquid mixing ratio information sent by the fifth detection module 5, so as to realize real-time data feedback, which is beneficial for the control module 6 to monitor in real time, the control module 6 generates a control signal and controls the industrial waste gas treatment module 7 to execute according to the received information of each detection module, so as to adjust the working power of each component in the industrial waste gas treatment module 7 in time, save energy, reduce the wear of key components in the industrial waste gas treatment module 7 and the replacement frequency of consumables, the service life of each part in the industrial waste gas treatment module 7 is prolonged, and the cost is reduced.
According to some embodiments of the invention, the control method of the real-time data feedback artificial intelligence control system 100 comprises:
when the first detection module 1 detects that the amount of the waste gas generated by the production equipment is not in the preset waste gas amount range, the control module 6 controls the power of the exhaust fan, the aqueous medium nano-cavitation generation device, the high-pressure pump output device, the gas-liquid mixing fan and the ozone generator to be correspondingly adjusted according to the amount of the waste gas generated by the production equipment;
specifically, when the first detection module 1 detects that the amount of the waste gas generated by the production equipment is lower than the preset waste gas amount range, the factory is in a production valley and the amount of the generated waste gas is small, and the control module 6 controls the exhaust fan, the aqueous medium nano-cavitation generation device, the high-pressure pump output device, the gas-liquid mixing fan and the ozone generator to correspondingly reduce the output power according to the amount of the waste gas generated by the production equipment; when the first detection module 1 detects that the amount of the waste gas generated by the production equipment is higher than the preset waste gas amount range, the factory is in a production peak, and the amount of the generated waste gas is large, and the control module 6 controls the exhaust fan, the aqueous medium nano-cavitation generation device, the high-pressure pump output device, the gas-liquid mixing fan and the ozone generator to correspondingly improve the output power according to the amount of the waste gas generated by the production equipment. Can guarantee the treatment effeciency of mill's waste gas like this at the production peak, make it accord with the industrial waste gas emission standard of national regulation, can reduce the output of each part of industrial waste gas treatment module 7 simultaneously in the production valley, the energy saving reduces the wearing and tearing of key part in the industrial waste gas treatment module 7 and the change frequency of consumptive material, prolongs the life of each part in the industrial waste gas treatment module 7, reduce cost.
Certainly, in order to save energy to the maximum extent, and achieve the purposes of industrial waste gas emission and cost reduction, when adjusting the power of an exhaust fan, an aqueous medium nano-cavitation generating device, a high-pressure pump output device, a gas-liquid mixing fan, an ozone generator and the like, the comprehensive adjustment is carried out according to the following algorithm:
numbering the exhaust fan, the aqueous medium nano-cavitation generating device, the high-pressure pump output device, the gas-liquid mixing fan, the ozone generator and the like, wherein i is 1,2,3, … n, and n is the maximum number of equipment which can be used for regulation and control; setting Pi as the power of the device i in operation, Pis as the instantaneous power of the device i, Pis > Pi; fi is a value of the amount of waste gas which can be reduced when the equipment Fi normally operates, and Ft is a value of the amount of waste gas which needs to be reduced in time t; when it is detected that the amount of exhaust gas generated from the production facility is not within the preset exhaust gas amount range, and the amount of exhaust gas to be reduced Ft is required within time t, facility number set St to be turned on is:
Figure BDA0002339465630000171
wherein k isiIndicating the state of the device, ki0 denotes that device i is in the off state, ki1 denotes that the device is in the on state, array () functionRepresenting the array operation, α representing the partial device turn-on instantaneous power coefficient:
Figure BDA0002339465630000172
β denotes the saving effect factor when the partial device is turned off:
Figure BDA0002339465630000181
when the waste gas amount generated by the production equipment is detected to be out of the preset waste gas amount range and the Ft waste gas amount needs to be reduced within the time t, if all the current equipment is in a closed state, the Ft waste gas amount can be processed, and meanwhile, only equipment combinations which are as few as possible and have the lowest instantaneous power need to be started, so that energy waste caused by more equipment or equipment which is proper in amount but has very high instantaneous power is avoided; if the current part of equipment is in an operating state and part of equipment is in a closed state, the equipment with low instantaneous power is started or closed while the quantity of the processed Ft waste gas can be increased or reduced, when the processing capacity needs to be increased, the equipment with low instantaneous power is started to reduce the energy consumption, and when the processing capacity needs to be reduced, the equipment with low instantaneous power is closed (the energy consumption is low when the equipment is started next time); if all the current devices are in the on state, the devices with small instantaneous power are turned off while the processing capacity is ensured, so that the energy consumption is reduced.
When the second detection module 2 detects that the flow rate of the exhaust gas is not within the preset exhaust flow rate range, the control module 6 controls the power of the exhaust fan to be correspondingly adjusted so as to keep the flow rate of the exhaust gas within the preset exhaust flow rate range;
the flow rate of the exhaust gas can be controlled by an exhaust blower. Specifically, the output power of the exhaust fan is increased, the flow velocity of the waste gas is accelerated, the output power of the exhaust fan is reduced, and the flow velocity of the waste gas is reduced. The flow rate of the waste gas is controlled within a preset waste gas flow rate range, so that the rate of discharging moisture along with the waste gas after the waste gas is mixed with the nano bubbles in the waste gas pipeline can be reduced, and the capture efficiency of organic matters and harmful particles in the waste gas can be improved. Preferably, the flow rate of the exhaust gas is controlled to 2.5m/s by the exhaust blower.
When the third detection module 3 detects that the air quality information of the exhaust gas treated by the industrial waste gas treatment module 7 is higher than a second preset waste gas emission standard, the control module 6 controls the power reduction of the aqueous medium nano-cavitation generation device, the high-pressure pump output device and the gas-liquid mixing fan to enable the air quality information of the exhaust gas to be between the first preset waste gas emission standard and the second preset waste gas emission standard, and the second preset waste gas emission standard is higher than the first preset waste gas emission standard;
the first preset exhaust emission standard is a national industrial exhaust emission standard, and the second preset exhaust emission standard is higher than the first preset exhaust emission standard. The third detection module 3 detects that the air quality information of the exhaust gas treated by the industrial waste gas treatment module 7 is higher than the second preset waste gas emission standard, which indicates that the air quality of the exhaust gas is good and higher than the national waste gas emission standard, and the control module 6 controls the power reduction of the aqueous medium nano-cavitation generation device, the high-pressure pump output device and the gas-liquid mixing fan to enable the air quality information of the exhaust gas to be between the first preset waste gas emission standard and the second preset waste gas emission standard, so that the quality of the exhaust gas can meet the national industrial waste gas emission standard, and simultaneously the output power of the aqueous medium nano-cavitation generation device, the high-pressure pump output device and the gas-liquid mixing fan can be reduced, thereby saving energy and reducing cost.
When the fourth detection module 4 detects that the water quality information of the industrial waste gas treatment module 7 after the treatment of the waste gas is lower than the preset water quality standard, the control module 6 controls the ozone generator to increase power so that the water quality information of the industrial waste gas treatment module 7 after the treatment of the waste gas is higher than the preset water quality standard;
the industrial waste gas treatment module 7 catches organic matters and harmful particles in waste gas in water after the waste gas treatment, the water in the industrial waste gas treatment module 7 is recycled, when the water quality information of the industrial waste gas treatment module 7 after the waste gas treatment is lower than a preset water quality standard, the water needs to be cleaned to enable the water to meet the preset water quality standard, the control module 6 controls the ozone generator to increase power, the ozone amount generated by the ozone generator is increased, ozone is introduced into the water to oxidize the organic matters in the water into CO2, water and inorganic salts, the oxidation efficiency is improved, peculiar smell is eliminated, and the water quality standard is met. Meet the preset water quality standard, improve the capture efficiency of organic matters and harmful particles in the waste gas when the waste gas is fused with the nano bubbles.
When the fifth detection module 5 detects that the gas-liquid mixing ratio information is not within the preset gas-liquid mixing ratio range, the control module 6 controls the power of the gas-liquid mixing fan to be correspondingly adjusted so that the gas-liquid mixing ratio is within the preset gas-liquid mixing ratio range.
Specifically, when the fifth detection module 5 detects that the gas-liquid mixing ratio information is lower than the preset gas-liquid mixing ratio range, it indicates that the waste gas and the nano bubbles are not sufficiently mixed, and the control module 6 controls the power of the gas-liquid mixing fan to be increased so that the gas-liquid mixing ratio information is in the preset gas-liquid mixing ratio range, and the capture efficiency of organic matters and harmful particles in the waste gas is improved. When the fifth detection module 5 detects that the gas-liquid mixing proportion information is higher than the preset gas-liquid mixing proportion range, the exhaust gas and the nano bubbles are fully mixed, the control module 6 controls the power of the gas-liquid mixing fan to reduce the gas-liquid mixing proportion information to be in the preset gas-liquid mixing proportion range, the capture efficiency of organic matters and harmful particles in the exhaust gas can be met, meanwhile, the output power of the mixing fan can be reduced, the energy is saved, and the cost is reduced.
According to some embodiments of the present invention, the control module 6 controls the alarm module 10 to send out an alarm message when the third detection module 3 detects that the air quality information of the exhaust gas processed by the industrial waste gas processing module 7 is lower than a first preset exhaust emission standard.
The working principle and the beneficial effects of the technical scheme are as follows: alarm module 10 includes and reports to the police through loudspeaker and/or warning light, detects that the air quality information of exhaust gas is less than first predetermined exhaust emission standard after the industrial waste gas treatment module 7 handles at third detection module 3, and alarm module 10 sends alarm information. The first preset waste gas standard is the national industrial waste gas emission standard, when the air quality of the exhaust gas is lower than the national industrial waste gas emission standard, the alarm module 10 can remind the user in time, so that the user can clearly know that the exhaust gas does not reach the national industrial waste gas emission standard, measures can be taken in time, the exhaust gas which does not reach the national industrial waste gas emission standard is discharged into the atmosphere, the environment protection is facilitated, and the loss of the exhaust gas which does not reach the national industrial waste gas emission standard to enterprises is reduced.
According to some embodiments of the present invention, when the third detection module 3 detects that the air quality information of the exhaust gas processed by the industrial exhaust gas processing module 7 is lower than the first preset exhaust emission standard, the control module 6 controls the high-pressure pump output device to increase the output power, including opening a solenoid valve disposed on the output pipeline and increasing the output power of the high-pressure pump.
When the third detection module 3 detects that the air quality information of the exhaust gas treated by the industrial waste gas treatment module 7 is lower than the first preset waste gas discharge standard, the output quantity of the nano bubbles is insufficient, when the exhaust gas pipeline is mixed with the waste gas, and a lot of waste gas is not mixed with enough nano bubbles, the control module 6 is required to control the high-pressure pump output device to increase the output power, including opening the electromagnetic valve arranged on the output pipeline and increasing the output power of the high-pressure pump. Specifically, the high-pressure pump is connected with six nozzles through six output pipelines respectively, and the six output pipelines are provided with electromagnetic valves respectively for controlling the output quantity of the nano bubbles. Illustratively, the high-pressure pump outputs nanobubbles through 3 nozzles, and when the output quantity of the nanobubbles needs to be increased, the electromagnetic valves of other 3 output pipelines are opened, so that the other 3 output pipelines also output the nanobubbles. Meanwhile, the output power of the high-pressure pump is increased, and the output quantity of the nano bubbles can also be increased, so that the exhaust gas meets the national industrial waste gas emission standard.
In the description of the present invention, it is to be understood that the terms "center", "longitudinal", "lateral", "length", "width", "upper", "lower", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", "inner", "outer", "clockwise", "counterclockwise", "axial", "radial", "circumferential", etc. indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, and are only for convenience of description and simplicity of description. And are not intended to indicate or imply that the referenced device or element must have a particular orientation, be constructed and operated in a particular orientation, and thus should not be construed as limiting the present invention.
Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defining "first" or "second" may explicitly or implicitly include at least one such feature. In the description of the present invention, "a plurality" means at least two, e.g., two, three, etc., unless specifically limited otherwise.
In the present invention, unless otherwise expressly stated or limited, the terms "mounted," "connected," "secured," and the like are to be construed broadly and can, for example, be fixedly connected, detachably connected, or integrally formed; can be mechanically or electrically connected; they may be directly connected or indirectly connected through intervening media, or they may be connected internally or in any other suitable relationship unless expressly stated otherwise. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
Although embodiments of the present invention have been shown and described above, it is understood that the above embodiments are exemplary and should not be construed as limiting the present invention, and that variations, modifications, substitutions and alterations can be made to the above embodiments by those of ordinary skill in the art within the scope of the present invention.

Claims (10)

1. A real-time data feedback artificial intelligence control system, comprising:
the system comprises a first detection module, a control module and a control module, wherein the first detection module is used for detecting the waste gas amount generated by the production equipment and transmitting the detected information to the control module;
the second detection module is arranged in the exhaust gas pipeline and used for detecting the flow velocity information of the exhaust gas and transmitting the detected information to the control module;
the third detection module is used for detecting the air quality information of the exhaust gas after the exhaust gas is treated by the industrial exhaust gas treatment module and transmitting the detected information to the control module;
the fourth detection module is used for detecting the water quality information of the industrial waste gas treated by the industrial waste gas treatment module and transmitting the detected information to the control module;
the fifth detection module is arranged in the waste gas pipeline and used for detecting the mixing proportion information of waste gas and liquid for capturing organic matters and harmful particles in the waste gas and transmitting the detected mixing proportion information of gas and liquid to the control module;
the control module is connected with the first detection module, the second detection module, the third detection module, the fourth detection module and the fifth detection module, and is used for receiving information transmitted by the first detection module, the second detection module, the third detection module, the fourth detection module and the fifth detection module, generating a control signal and controlling the industrial waste gas treatment module to execute;
and the industrial waste gas treatment module is connected with the control module and is used for executing the control signal generated by the control module.
2. The real-time data feedback artificial intelligence control system of claim 1, wherein the second detection module comprises a wind speed sensor for detecting flow rate information of the exhaust gas;
the third detection module includes: the PM2.5 sensor, the temperature and humidity sensor, the wind speed sensor and the organic waste gas detector are used for detecting the air quality information of the exhaust gas treated by the industrial waste gas treatment module;
the fourth detection module includes: and the PH detector, the turbidity detector, the heavy metal ion detector, the suspended matter detector and the organic matter concentration detector are used for detecting the water quality information of the industrial waste gas treatment module after the waste gas treatment.
3. The real-time data feedback artificial intelligence control system of claim 1, wherein the industrial waste gas treatment module comprises: the device comprises an exhaust fan, an aqueous medium nano-cavitation generating device, a high-pressure pump output device, a gas-liquid mixing fan and an ozone generator;
the exhaust fan is used for sucking the waste gas generated by the production equipment into the waste gas pipeline;
the water medium nano-cavitation generating device is used for realizing hydrodynamic cavitation and generating nano bubbles;
the ozone generator generates ozone and leads the ozone into the aqueous medium nano cavitation generating device to be used for oxidizing organic matters in water and eliminating peculiar smell;
the high-pressure pump output device is connected with the aqueous medium nano-cavitation generating device and is used for outputting the nano-bubbles to the waste gas pipeline;
and the gas-liquid mixing fan is arranged in the waste gas pipeline and is used for carrying out gas-liquid mixing on the waste gas and the nano bubbles so as to capture organic matters and harmful particles in the waste gas.
4. The real-time data feedback artificial intelligence control system of claim 3 wherein said high pressure pump output means comprises a high pressure pump, a plurality of nozzles and a plurality of output pipes;
the high-pressure pump is connected with a plurality of nozzles through a plurality of output pipelines, and the nano bubbles are sprayed into the waste gas pipeline through the nozzles; and the output pipeline is also provided with an electromagnetic valve for controlling the output quantity of the nano bubbles.
5. The real-time data feedback artificial intelligence control system of claim 1, wherein the second detection module further comprises a PM2.5 sensor, a temperature and humidity sensor, and an organic waste gas detector for detecting air quality information of waste gas generated by the production equipment and transmitting the detected information to the control module.
6. The real-time data feedback artificial intelligence control system of claim 1, wherein said real-time data feedback artificial intelligence control system further comprises:
the power supply module is used for providing power supply for the real-time data feedback artificial intelligence control system;
the display module is connected with the control module and is used for displaying the information detected by the first detection module, the second detection module, the third detection module, the fourth detection module and the fifth detection module;
and the alarm module is connected with the control module and used for sending alarm information when the third detection module detects that the air quality information of the exhaust gas treated by the industrial waste gas treatment module is lower than a first preset waste gas emission standard.
7. A control method of a real-time data feedback artificial intelligence control system is characterized by comprising the following steps:
the control module receives information of the amount of waste gas generated by the production equipment detected by the first detection module;
the control module receives flow speed information of the exhaust gas detected by the second detection module;
the control module receives air quality information of the exhaust gas which is detected by the third detection module and is discharged after the exhaust gas is processed by the industrial exhaust gas processing module;
the control module receives water quality information of the industrial waste gas treatment module after the fourth detection module detects the waste gas treatment;
the control module receives gas-liquid mixing proportion information of the waste gas detected by the fifth detection module and liquid for capturing organic matters and harmful particles in the waste gas;
and the control module generates a control signal and controls the industrial waste gas treatment module to execute according to the received information.
8. The control method of the real-time data feedback artificial intelligence control system of claim 7, comprising:
when the first detection module detects that the amount of the waste gas generated by the production equipment is not in the preset waste gas amount range, the control module controls the power of the exhaust fan, the aqueous medium nano-cavitation generation device, the high-pressure pump output device, the gas-liquid mixing fan and the ozone generator to be correspondingly adjusted according to the amount of the waste gas generated by the production equipment;
when the second detection module detects that the flow rate of the waste gas is not in the preset waste gas flow rate range, the control module controls the power of the exhaust fan to be correspondingly adjusted so as to keep the flow rate of the waste gas in the preset waste gas flow rate range;
when the third detection module detects that the air quality information of the exhaust gas treated by the industrial waste gas treatment module is higher than a second preset waste gas emission standard, the control module controls the power reduction of the aqueous medium nano-cavitation generation device, the high-pressure pump output device and the gas-liquid mixing fan so that the air quality information of the exhaust gas is between the first preset waste gas emission standard and the second preset waste gas emission standard, and the second preset waste gas emission standard is higher than the first preset waste gas emission standard;
when the fourth detection module detects that the water quality information of the industrial waste gas treatment module after the treatment of the waste gas is lower than the preset water quality standard, the control module controls the ozone generator to increase power so that the water quality information of the industrial waste gas treatment module after the treatment of the waste gas is higher than the preset water quality standard;
when the fifth detection module detects that the gas-liquid mixing proportion information is not in the preset gas-liquid mixing proportion range, the control module controls the power of the gas-liquid mixing fan to be correspondingly adjusted so that the gas-liquid mixing proportion is in the preset gas-liquid mixing proportion range.
9. The control method of the real-time data feedback artificial intelligence control system of claim 8, wherein the control module controls the alarm module to send out an alarm message when the third detection module detects that the air quality information of the exhaust gas processed by the industrial waste gas processing module is lower than a first preset waste gas emission standard.
10. The method as claimed in claim 8, wherein when the first detecting module detects that the amount of the exhaust gas generated by the production equipment is not within the preset exhaust gas amount range, the control module controls the exhaust fan, the aqueous medium nano-cavitation generating device, the high-pressure pump output device, the gas-liquid mixing fan and the ozone generator to adjust their powers according to the amount of the exhaust gas generated by the production equipment, and the method comprises:
numbering the exhaust fan, the aqueous medium nano-cavitation generating device, the high-pressure pump output device, the gas-liquid mixing fan, the ozone generator and the like, wherein i is 1,2,3, … n, and n is the maximum number of equipment which can be used for regulation and control; setting Pi as the power of the device i in operation, Pis as the instantaneous power of the device i, Pis > Pi; fi is a value of the amount of waste gas which can be reduced when the equipment Fi normally operates, and Ft is a value of the amount of waste gas which needs to be reduced in time t; when it is detected that the amount of exhaust gas generated from the production facility is not within the preset exhaust gas amount range, and the amount of exhaust gas to be reduced Ft is required within time t, facility number set St to be turned on is:
Figure FDA0002339465620000061
wherein k isiIndicating the state of the device, ki0 denotes that device i is in the off state, ki1 represents that the device is in an on state, the array () function represents that array operations are performed, α represents the partial device on instantaneous power coefficient:
Figure FDA0002339465620000062
β denotes the saving effect factor when the partial device is turned off:
Figure FDA0002339465620000063
when the waste gas amount generated by the production equipment is detected to be out of the preset waste gas amount range and the Ft waste gas amount needs to be reduced within the time t, if all the current equipment is in a closed state, the Ft waste gas amount can be processed, and meanwhile, only equipment combinations which are as few as possible and have the lowest instantaneous power need to be started, so that energy waste caused by more equipment or equipment which is proper in amount but has very high instantaneous power is avoided; if the current part of equipment is in an operating state and part of equipment is in a closed state, the equipment with low instantaneous power is started or closed while the quantity of the processed Ft waste gas can be increased or reduced, when the processing capacity needs to be increased, the equipment with low instantaneous power is started to reduce the energy consumption, and when the processing capacity needs to be reduced, the equipment with low instantaneous power is closed (the energy consumption is low when the equipment is started next time); if all the current devices are in the on state, the devices with small instantaneous power are turned off while the processing capacity is ensured, so that the energy consumption is reduced.
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